These days, providing high computational power to individual researchers is crucial for progress of the research and development. Although, continuing advances in manufacturing processes have made it possible for processor vendors to build increasingly faster, there is still a high demand to meet the required performance for specific applications. To overcome issues originating from the CMOS technology, a Large-Scale Reconfigurable Data-Path (LSRDP) processor based on single-flux quantum circuits is introduced. LSRDP is augmented to a general purpose processor to accelerate the execution of Data Flow Graphs (DFGs) extracted from scientific applications.